AI Analysis — Deep Dive
Onboarding becomes a product that improves itself if you instrument it from day one.
Every drop-off, every repeated question, every friction point is logged. Each week the journey gets tightened: clearer instructions, better nudges, smarter handoffs to humans where it matters. Onboarding becomes a product that improves itself.
Every step: completion rate, time-to-complete, drop-off reasons, repeated questions, escalation rate, NPS at day 14. Every week we compare the latest cohort against the previous one and tighten the worst step.
A 2% improvement per week compounds to >175% over a year. The onboarding stops being a fixed asset and becomes a curve — and the curve only goes up if someone owns the weekly review.